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Bertanza G, Abbà A, Alias C, Amatucci A, Binelli A, Castiglioni S, Fossati M, Cruzeiro C, Torre CD, Domini M, Feretti D, Gilioli G, Magni S, Mazzoleni G, Menghini M, Pedrazzani R, Schroeder P, Simonetto A, Steimberg N, Ventura V, Vezzoli S, Zerbini I. To spread or not to spread? Assessing the suitability of sewage sludge and other biogenic wastes for agriculture reuse. MethodsX 2024; 12:102599. [PMID: 38379723 PMCID: PMC10876616 DOI: 10.1016/j.mex.2024.102599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 02/02/2024] [Indexed: 02/22/2024] Open
Abstract
Sewage sludge (biosolids) management represents a worldwide issue. Due to its valuable properties, approximately one half of the EU production is recovered in agriculture. Nevertheless, growing attention is given to potential negative effects deriving from the presence of harmful pollutants. It is recognized that a (even very detailed) chemical characterization is not able to predict ecotoxicity of a mixture. However, this can be directly measured by bioassays. Actually, the choice of the most suitable tests is still under debate. This paper presents a multilevel characterization protocol of sewage sludge and other organic residues, based on bioassays and chemical-physical-microbiological analyses. The detailed description of the experimental procedure includes all the involved steps: the criteria for selecting the organic matrices to be tested and compared; the sample pre-treatment required before the analyses execution; the chemical, physical and microbiological characterisation; the bioassays, grouped in three classes (baseline toxicity; specific mode of action; reactive mode of action); data processing. The novelty of this paper lies in the integrated use of advanced tools, and is based on three pillars:•the direct ecosafety assessment of the matrices to be reused.•the adoption of innovative bioassays and analytical procedures.•the original criteria for data normalization and processing.
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Affiliation(s)
- Giorgio Bertanza
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
| | - Alessandro Abbà
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Carlotta Alias
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
| | - Achille Amatucci
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Andrea Binelli
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Sara Castiglioni
- Dipartimento Ambiente e Salute, Istituto di Ricerche Farmacologiche Mario Negri, IRCCS. Via Mario Negri 2, Milano I-20156, Italy
| | - Marco Fossati
- Dipartimento Ambiente e Salute, Istituto di Ricerche Farmacologiche Mario Negri, IRCCS. Via Mario Negri 2, Milano I-20156, Italy
| | - Catarina Cruzeiro
- Helmholtz Zentrum München – Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, Neuherberg D-85764, Germany
| | - Camilla Della Torre
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Marta Domini
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Donatella Feretti
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
| | - Gianni Gilioli
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Stefano Magni
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Giovanna Mazzoleni
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Scienze Cliniche e Sperimentali, Università degli Studi di Brescia. Viale Europa 11, Brescia I-25123, Italy
| | - Michele Menghini
- Dipartimento di Ingegneria Meccanica e Industriale, Università degli Studi di Brescia. Via Branze 38, Brescia I-25123, Italy
| | - Roberta Pedrazzani
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Ingegneria Meccanica e Industriale, Università degli Studi di Brescia. Via Branze 38, Brescia I-25123, Italy
| | - Peter Schroeder
- Helmholtz Zentrum München – Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, Neuherberg D-85764, Germany
| | - Anna Simonetto
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Nathalie Steimberg
- Dipartimento di Scienze Cliniche e Sperimentali, Università degli Studi di Brescia. Viale Europa 11, Brescia I-25123, Italy
| | - Vera Ventura
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Simona Vezzoli
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Ilaria Zerbini
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
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Alias C, Piovani G, Benassi L, Abbà A, Sorlini S, Gelatti U, Zerbini I, Feretti D. Evaluation of Toxicity and Genotoxicity of Concrete Cast with Steel Slags Using Higher Terrestrial Plants. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2023; 42:2193-2200. [PMID: 37401854 DOI: 10.1002/etc.5709] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 06/30/2023] [Indexed: 07/05/2023]
Abstract
The potential impact of concrete mixtures containing steel slag (SS) as a partial replacement of natural aggregates (NA) on the terrestrial ecosystem was assessed using a battery of plant-based bioassays. Leaching tests were conducted on four concrete mixtures and one mixture containing only NA (reference concrete). Leachates were tested for phytotoxicity using seeds of Lepidium sativum, Cucumis sativus, and Allium cepa. Emerging seedlings of L. sativum and A. cepa were used to assess DNA damage (comet test). The genotoxicity of the leachates was also analyzed with bulbs of A. cepa using the comet and chromosome aberration tests. None of the samples caused phytotoxic effects. On the contrary, almost all the samples supported the seedlings; and two leachates, one from the SS-containing concrete and the other from the reference concrete, promoted the growth of C. sativus and A. cepa. The DNA damage of L. sativum and A. cepa seedlings was significantly increased only by the reference concrete sample. In contrast, the DNA damage in A. cepa bulbs was significantly enhanced by the reference concrete but also by that of a concrete sample with SS. Furthermore, all leachates caused an increase in chromosomal aberrations in A. cepa bulbs. Despite some genotoxic effects of the concrete on plant cells, the partial replacement of SS does not seem to make the concrete more hazardous than the reference concrete, suggesting the potential use of SS as a reliable recycled material. Environ Toxicol Chem 2023;42:2193-2200. © 2023 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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Affiliation(s)
- Carlotta Alias
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
| | - Giovanna Piovani
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Laura Benassi
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
| | - Alessandro Abbà
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
- Department of Civil, Environmental, Architectural, Engineering and Mathematics, University of Brescia, Brescia, Italy
| | - Sabrina Sorlini
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
- Department of Civil, Environmental, Architectural, Engineering and Mathematics, University of Brescia, Brescia, Italy
| | - Umberto Gelatti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
| | - Ilaria Zerbini
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
| | - Donatella Feretti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
- B+LabNet-Environmental Sustainability Laboratory, University of Brescia, Brescia, Italy
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Bona D, Lucian M, Feretti D, Silvestri S, Zerbini I, Merzari F, Messineo A, Volpe M. Phytotoxicity and genotoxicity of agro-industrial digested sludge hydrochar: The role of heavy metals. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 871:162138. [PMID: 36773912 DOI: 10.1016/j.scitotenv.2023.162138] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 01/27/2023] [Accepted: 02/05/2023] [Indexed: 06/18/2023]
Abstract
Hydrochar is a new carbonaceous product obtained via hydrothermal carbonization of wet biomass, such as sludges or digested sludges, which often have disposal problems, also due to the presence of contaminants such as heavy metals. The properties of the hydrochar led to an interest in using it as an amendment, but the agro-environmental properties must be considered for its safe use. Raw hydrochar produced by agro-industrial digestate and relative three acidic post-treated hydrochars (for heavy metals removal) have been assessed considering their effect on phytotoxicity, soil, plant growth, mutagenicity, and genotoxicity. The chemical characterization showed the effect of post-treatment on heavy metals contents reduction, except for Cu content (hydrochar, 650 mg/kg; post-treated hydrochars, 940 mg/kg, 287 mg/kg, and 420 mg/kg). The acidic post-treatment also reduces the phytotoxicity compared to raw hydrochar (the germination index at 16 % of hydrochar concentration was: hydrochar, 61.48 %; post-treated hydrochars, 82.27 %, 58.28 %, and 82.26 %), but the low pH and the impact on N-cycle probably have caused the detrimental effect on plant growth of post-treated hydrochar. No mutagenic activity was observed in bacteria using Ames test, while all the samples induced chromosomal aberrations in plant cells (Allium cepa test). The approach adopted, which considers phytotoxicity, plant growth-soil effects, and mutagenicity/genotoxicity bioassays has been proven effective for a proper evaluation of organic products derived from waste to promote a sustainable and circular recovery of materials.
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Affiliation(s)
- Daniela Bona
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach, 1, 38010 San Michele a/A, Italy.
| | - Michela Lucian
- Carborem srl, Piazza Manifattura 1, 38060 Rovereto, TN, Italy
| | - Donatella Feretti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, 25123 Brescia, Italy
| | - Silvia Silvestri
- Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach, 1, 38010 San Michele a/A, Italy
| | - Ilaria Zerbini
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, 25123 Brescia, Italy
| | - Fabio Merzari
- Carborem srl, Piazza Manifattura 1, 38060 Rovereto, TN, Italy
| | - Antonio Messineo
- University of Enna Kore, Faculty of Engineering and Architecture, Viale delle Olimpiadi snc, 94100 Enna, Italy
| | - Maurizio Volpe
- Carborem srl, Piazza Manifattura 1, 38060 Rovereto, TN, Italy; University of Enna Kore, Faculty of Engineering and Architecture, Viale delle Olimpiadi snc, 94100 Enna, Italy
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Bertanza G, Steimberg N, Pedrazzani R, Boniotti J, Ceretti E, Mazzoleni G, Menghini M, Urani C, Zerbini I, Feretti D. Wastewater toxicity removal: Integrated chemical and effect-based monitoring of full-scale conventional activated sludge and membrane bioreactor plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 851:158071. [PMID: 35988629 DOI: 10.1016/j.scitotenv.2022.158071] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/12/2022] [Accepted: 08/12/2022] [Indexed: 06/15/2023]
Abstract
The literature is currently lacking effect-based monitoring studies targeted at evaluating the performance of full-scale membrane bioreactor plants. In this research, a monitoring campaign was performed at a full-scale wastewater treatment facility with two parallel lines (traditional activated sludge and membrane bioreactor). Beside the standard parameters (COD, nitrogen, phosphorus, and metals), 6 polynuclear aromatic hydrocarbons, 29 insecticides, 2 herbicides, and 3 endocrine disrupting compounds were measured. A multi-tiered battery of bioassays complemented the investigation, targeting different toxic modes of action and employing various biological systems (uni/multicellular, prokaryotes/eukaryotes, trophic level occupation). A traffic light scoring approach was proposed to quickly visualize the impact of treatment on overall toxicity that occurred after the exposure to raw and concentrated wastewater. Analysis of the effluents of the CAS and MBR lines show very good performance of the two systems for removal of organic micropollutants and metals. The most noticeable differences between CAS and MBR occurred in the concentration of suspended solids; chemical analyses did not show major differences. On the other hand, bioassays demonstrated better performance for the MBR. Both treatment lines complied with the Italian law's "ecotoxicity standard for effluent discharge in surface water". Yet, residual biological activity was still detected, demonstrating the adequacy and sensitivity of the toxicological tools, which, by their inherent nature, allow the overall effects of complex mixtures to be taken into account.
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Affiliation(s)
- Giorgio Bertanza
- DICATAM-Department of Civil, Environmental, Architectural Engineering and Mathematics, University of Brescia, Via Branze 43, I-25123 Brescia, Italy; MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Nathalie Steimberg
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Roberta Pedrazzani
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DIMI-Department of Mechanical and Industrial Engineering, University of Brescia, Via Branze 38, I-25123 Brescia, Italy.
| | - Jennifer Boniotti
- DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy
| | - Elisabetta Ceretti
- DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Giovanna Mazzoleni
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Michele Menghini
- DIMI-Department of Mechanical and Industrial Engineering, University of Brescia, Via Branze 38, I-25123 Brescia, Italy.
| | - Chiara Urani
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DISAT-Department of Earth and Environmental Sciences, University of Milan-Bicocca, Piazza della Scienza 1, I-20126 Milano, Italy.
| | - Ilaria Zerbini
- DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Donatella Feretti
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
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Pistocchi A, Andersen HR, Bertanza G, Brander A, Choubert JM, Cimbritz M, Drewes JE, Koehler C, Krampe J, Launay M, Nielsen PH, Obermaier N, Stanev S, Thornberg D. Treatment of micropollutants in wastewater: Balancing effectiveness, costs and implications. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 850:157593. [PMID: 35914591 DOI: 10.1016/j.scitotenv.2022.157593] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/31/2022] [Accepted: 07/19/2022] [Indexed: 06/15/2023]
Abstract
In this contribution, we analyse scenarios of advanced wastewater treatment for the removal of micropollutants. By this we refer to current mainstream, broad spectrum processes including ozonation and sorption onto activated carbon. We argue that advanced treatment requires properly implemented tertiary (nutrient removal) treatment in order to be effective. We review the critical aspects of the main advanced treatment options, their advantages and disadvantages. We propose a quantification of the costs of implementing advanced treatment, as well as upgrading plants from secondary to tertiary treatment when needed, and we illustrate what drives the costs of advanced treatment for a set of standard configurations. We propose a cost function to represent the total costs (investment, operation and maintenance) of advanced treatment. We quantify the implications of advanced treatment in terms of greenhouse gas emissions. Based on the indicators of total toxic discharge, toxicity at the discharge points and toxicity across the stream network discussed in Pistocchi et al. (2022), we compare costs and effectiveness of different scenarios of advanced treatment. In principle the total toxic load and toxicity at the points of discharge could be reduced by about 75 % if advanced treatment processes were implemented virtually at all wastewater treatment plants, but this would entail costs of about 4 billion euro/year for the European Union as a whole. We consider a "compromise" scenario where advanced treatment is required at plants of 100 thousand population equivalents (PE) or larger, or at plants between 10 and 100 thousand PE if the dilution ratio at the discharge point is 10 or less. Under this scenario, the length of the stream network exposed to high toxicity would not increase significantly compared to the previous scenario, and the other indicators would not deteriorate significantly, while the costs would remain at about 1.5 billion Euro/year. Arguably, costs could be further reduced, without a worsening of water quality, if we replace a local risk assessment to generic criteria of plant capacity and dilution in order to determine if a WWTP requires advanced treatment.
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Affiliation(s)
- A Pistocchi
- European Commission, Joint Research Centre, Ispra, Italy.
| | - H R Andersen
- Technical University of Denmark, Kgs. Lyngby, Denmark
| | | | | | | | | | | | | | - J Krampe
- TU Wien, Institute for Water Quality and Resource Management, Vienna, Austria.
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6
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Mannina G, Alliet M, Brepols C, Comas J, Harmand J, Heran M, Kalboussi N, Makinia J, Robles Á, Rebouças TF, Ni BJ, Rodriguez-Roda I, Victoria Ruano M, Bertanza G, Smets I. Integrated membrane bioreactors modelling: A review on new comprehensive modelling framework. BIORESOURCE TECHNOLOGY 2021; 329:124828. [PMID: 33621928 DOI: 10.1016/j.biortech.2021.124828] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/30/2021] [Accepted: 02/03/2021] [Indexed: 06/12/2023]
Abstract
Integrated Membrane Bioreactor (MBR) models, combination of biological and physical models, have been representing powerful tools for the accomplishment of high environmental sustainability. This paper, produced by the International Water Association (IWA) Task Group on Membrane Modelling and Control, reviews the state-of-the-art, identifying gaps for future researches, and proposes a new integrated MBR modelling framework. In particular, the framework aims to guide researchers and managers in pursuing good performances of MBRs in terms of effluent quality, operating costs (such as membrane fouling, energy consumption due to aeration) and mitigation of greenhouse gas emissions.
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Affiliation(s)
- Giorgio Mannina
- Engineering Department, Palermo University, Viale delle Scienze, Ed.8, 90128 Palermo, Italy.
| | - Marion Alliet
- Laboratoire de Génie Chimique, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France
| | | | - Joaquim Comas
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; LEQUiA, Laboratory of Chemical and Environmental Engineering, University of Girona, Campus Montilivi, 17071 Girona, Spain
| | | | - Marc Heran
- IEM, Univ. Montpellier, CNRS, ENSCM, Montpellier, France
| | - Nesrine Kalboussi
- Université de Carthage, Institut National ds Sciences Appliquées et de Technologie & Université de Tunis El Manar, Ecole Nationale d'Ingénieurs de Tunis, Laboratoire de Modélisation Mathématique et Numérique dans les sciences d'ingénieur, Tunis, Tunisia
| | - Jacek Makinia
- Faculty of Civil and Environmental Engineering, Gdansk University of Technology, ul. Narutowicza 11/12, 80-233 Gdansk, Poland
| | - Ángel Robles
- Departament d'Enginyeria Química, Escola Tècnica Superior d'Enginyeria (ETSE-UV), Universitat de València, Avinguda de la Universitat s/n, 46100 Burjassot, València, Spain
| | | | - Bing-Jie Ni
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Sydney, New South Wales 2007, Australia
| | - Ignasi Rodriguez-Roda
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; LEQUiA, Laboratory of Chemical and Environmental Engineering, University of Girona, Campus Montilivi, 17071 Girona, Spain
| | - María Victoria Ruano
- Departament d'Enginyeria Química, Escola Tècnica Superior d'Enginyeria (ETSE-UV), Universitat de València, Avinguda de la Universitat s/n, 46100 Burjassot, València, Spain
| | - Giorgio Bertanza
- Departament of Civil, Environmental, Architectural Engineering and Mathematics, Brescia University, via Branze 43, 25123 Brescia, Italy
| | - Ilse Smets
- Department of Chemical Engineering, KU Leuven, Celestijnenlaan 200F Box 2424, 3001 Heverlee, Belgium
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